Veena K

FedHeartMRI: Decentralized Anomaly Detection and Classification in Cardiac MRI Using Federated Learning with Client-Level Differential Privacy

The federated approach provides a workable route toward privacy-compliant multi-institutional cardiac imaging analysis by achieving competitive accuracy while upholding formal differential privacy commitments, as confirmed by experimental results.